model stringclasses 4
values | k int64 5 10 | hit_rate float64 0 0.12 | ndcg float64 0 0.06 | mrr float64 0 0.04 | precision float64 0 0.02 | recall float64 0 0.12 | coverage float64 0 0.07 | novelty float64 0 16 |
|---|---|---|---|---|---|---|---|---|
ALS (Collaborative Filtering) | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
ALS (Collaborative Filtering) | 10 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Content-Based (TF-IDF) | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Content-Based (TF-IDF) | 10 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Session-Based (Item-KNN) | 5 | 0.0882 | 0.0485 | 0.0353 | 0.0176 | 0.0882 | 0.0398 | 16.011 |
Session-Based (Item-KNN) | 10 | 0.1188 | 0.0583 | 0.0394 | 0.0119 | 0.1188 | 0.0671 | 15.4431 |
Hybrid (All Models) | 5 | 0.085 | 0.0468 | 0.0341 | 0.017 | 0.085 | 0.0388 | 15.9353 |
Hybrid (All Models) | 10 | 0.115 | 0.0564 | 0.0381 | 0.0115 | 0.115 | 0.0652 | 15.3574 |
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